A-Share Short-Term Decision Skill

Implement in sequence:

1. Run short_term_signal_engine(analysis_date) for target date.
2. If needed, persist prediction with run_prediction_for_date(analysis_date).
3. Compare prediction vs actual market with compare_prediction_with_market(prediction_date, actual_date).
4. Output report with generate_daily_report(analysis_date).

Tool Contracts

short_term_signal_engine(analysis_date=None)

• analysis_date: YYYY-MM-DD or YYYYMMDD
• Returns weighted short-term score and recommendation status.
• Always returns friendly no_recommendation_message when no tradable candidate exists.

run_prediction_for_date(analysis_date)